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Re: Built in trigger: double-write for app migration


Isn't this what CDC was designed for?

https://issues.apache.org/jira/browse/CASSANDRA-8844

On Thu, Oct 18, 2018 at 10:54 AM Carl Mueller
<carl.mueller@xxxxxxxxxxxxxxx.invalid> wrote:

> tl;dr: a generic trigger on TABLES that will mirror all writes to
> facilitate data migrations between clusters or systems. What is necessary
> to ensure full write mirroring/coherency?
>
> When cassandra clusters have several "apps" aka keyspaces serving
> applications colocated on them, but the app/keyspace bandwidth and size
> demands begin impacting other keyspaces/apps, then one strategy is to
> migrate the keyspace to its own dedicated cluster.
>
> With backups/sstableloading, this will entail a delay and therefore a
> "coherency" shortfall between the clusters. So typically one would employ a
> "double write, read once":
>
> - all updates are mirrored to both clusters
> - writes come from the current most coherent.
>
> Often two sstable loads are done:
>
> 1) first load
> 2) turn on double writes/write mirroring
> 3) a second load is done to finalize coherency
> 4) switch the app to point to the new cluster now that it is coherent
>
> The double writes and read is the sticking point. We could do it at the app
> layer, but if the app wasn't written with that, it is a lot of testing and
> customization specific to the framework.
>
> We could theoretically do some sort of proxying of the java-driver somehow,
> but all the async structures and complex interfaces/apis would be difficult
> to proxy. Maybe there is a lower level in the java-driver that is possible.
> This also would only apply to the java-driver, and not
> python/go/javascript/other drivers.
>
> Finally, I suppose we could do a trigger on the tables. It would be really
> nice if we could add to the cassandra toolbox the basics of a write
> mirroring trigger that could be activated "fairly easily"... now I know
> there are the complexities of inter-cluster access, and if we are even
> using cassandra as the target mirror system (for example there is an
> article on triggers write-mirroring to kafka:
> https://dzone.com/articles/cassandra-to-kafka-data-pipeline-part-1).
>
> And this starts to get into the complexities of hinted handoff as well. But
> fundamentally this seems something that would be a very nice feature
> (especially when you NEED it) to have in the core of cassandra.
>
> Finally, is the mutation hook in triggers sufficient to track all incoming
> mutations (outside of "shudder" other triggers generating data)
>


-- 
Jonathan Ellis
co-founder, http://www.datastax.com
@spyced